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Adaptive Regression for Modeling Nonlinear Relationships

About Adaptive Regression for Modeling Nonlinear Relationships

This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. The book also provides a comparison of adaptive modeling to generalized additive modeling (GAM) and multiple adaptive regression splines (MARS) for univariate outcomes.

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  • Language:
  • English
  • ISBN:
  • 9783319816388
  • Binding:
  • Paperback
  • Pages:
  • 372
  • Published:
  • June 13, 2018
  • Edition:
  • 12016
  • Dimensions:
  • 155x235x0 mm.
  • Weight:
  • 611 g.
Delivery: 1-2 weeks
Expected delivery: January 4, 2025
Extended return policy to January 30, 2025
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Description of Adaptive Regression for Modeling Nonlinear Relationships

This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. The book also provides a comparison of adaptive modeling to generalized additive modeling (GAM) and multiple adaptive regression splines (MARS) for univariate outcomes.

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